diff --git a/src/anemoi/inference/checkpoint/metadata/__init__.py b/src/anemoi/inference/checkpoint/metadata/__init__.py
index f961a98..433ab35 100644
--- a/src/anemoi/inference/checkpoint/metadata/__init__.py
+++ b/src/anemoi/inference/checkpoint/metadata/__init__.py
@@ -386,10 +386,10 @@ def summary(self):
         print(sorted(self.accumulations_params))
         print()
 
-        print("Select:")
-        print(json.dumps(self.select, indent=2))
-        print()
+        # print("Select:")
+        # print(json.dumps(self.select, indent=2))
+        # print()
 
-        print("Order by:")
-        print(json.dumps(self.order_by, indent=2))
-        print()
+        # print("Order by:")
+        # print(json.dumps(self.order_by, indent=2))
+        # print()
diff --git a/src/anemoi/inference/plugin.py b/src/anemoi/inference/plugin.py
index 086e458..52a2bdc 100644
--- a/src/anemoi/inference/plugin.py
+++ b/src/anemoi/inference/plugin.py
@@ -80,15 +80,15 @@ def _output(self, *args, **kwargs):
 
     @property
     def param_sfc(self):
-        return self.runner.checkpoint.param_sfc
+        return self.runner.param_sfc
 
     @property
     def param_level_pl(self):
-        return self.runner.checkpoint.param_level_pl
+        return self.runner.param_level_pl
 
     @property
     def param_level_ml(self):
-        return self.runner.checkpoint.param_level_ml
+        return self.runner.param_level_ml
 
     @property
     def constant_fields(self):
diff --git a/src/anemoi/inference/runner.py b/src/anemoi/inference/runner.py
index 1b60eae..1890592 100644
--- a/src/anemoi/inference/runner.py
+++ b/src/anemoi/inference/runner.py
@@ -419,6 +419,30 @@ def lagged(self):
         result = [-s * self.hour_steps for s in result]
         return sorted(result)
 
+    @property
+    def param_sfc(self):
+        param_sfc = self.checkpoint.param_sfc
+
+        # Remove diagnostic params
+
+        param_sfc = [p for p in param_sfc if p not in self.checkpoint.diagnostic_params]
+
+        return param_sfc
+
+    @property
+    def param_level_pl(self):
+
+        # To do remove diagnostic params
+
+        return self.checkpoint.param_level_pl
+
+    @property
+    def param_level_ml(self):
+
+        # To do remove diagnostic params
+
+        return self.checkpoint.param_level_ml
+
 
 class DefaultRunner(Runner):
     """_summary_